In order to give a rigorous constructive account of probabilistic latent variable models, we begin with defining several foundational concepts that will later serve as our building blocks. In what follows, we attempt to convey the intuition at the expense of mathematical rigor. More rigorous definitions can be found in [1]} and [2]}.
